README.md

   1 # Estimate parameters of mixtures of logistic regressions
   2
   3 This code is one applied part in the PhD thesis of [Mor-Absa Loum](https://fr.linkedin.com/in/mor-absa-loum-3372aa73)
   4
   5 ## Description
   6
   7 Mixture of lOgistic Regressions Parameters (H)Estimation with (U)Spectral methods.
   8 The main methods take d-dimensional inputs + a vector of binary outputs, and return
   9 parameters according to the GLMs mixture model (please see the package vignette).
  10
  11 NOTE: greek unicode letters are used in the code, because it's much nicer to write λ, β
  12 and Σ than lambda, beta and Sigma - and also more importantly because it works well :)
  13 ...However CRAN demands ASCII files - therefore the presence of to-cran.sh script.
  14
  15 Warning: tests won't run well on the non-UTF8 package. Run ./to-cran.sh and
  16 then inside pkg-cran call devtools::test().
  17
  18 ## Example
  19
  20 Install the package, then ?multiRun is a possible starting point.